AI & Editorial Policy

How we use AI

Most articles on DMarketer Tayeeb are produced using AI tools for research, drafting and publication. Automated workflows may also monitor sources, summarise announcements and update articles. The extent of AI involvement varies across articles, including older content. A named author or publisher does not, by itself, mean every sentence was personally written or checked by that person.

Sources, testing and review

Our editorial standard is to support factual claims with attributable sources, favour primary documentation where available, and distinguish confirmed facts from estimates, interpretation and unresolved information. These standards are not a guarantee that every claim is correct. AI review is not the same as human review; do not assume an article has received human review unless that review is explicitly identified.

Research-based reporting is not firsthand testing. A source citation, product description, example or named byline does not establish that we personally used a product, ran a campaign or reproduced a result. Where firsthand testing is reported, the article should identify what was tested and the relevant conditions. Illustrative examples and vendor-reported results should be identified as such.

Accuracy and changing information

AI systems and source material can contain factual errors, omissions, misinterpretations or outdated information. Prices, dates, availability, specifications, policies and platform interfaces may change after publication. Publication or update dates do not guarantee that every detail has been rechecked. Verify important details against the original source and your own circumstances before acting.

Live and developing coverage

Live updates may be researched, drafted and published through AI-assisted or automated workflows. Coverage may be incomplete, delayed or corrected as better evidence becomes available. Monitoring an announcement page does not necessarily mean we have watched the event or accessed its audio or transcript. Treat early reports as provisional where confirmation is still pending.

Information, advice and outcomes

Articles are for general information and education. They are not personalised legal, financial, investment, medical or other professional advice, and do not create a client relationship. Marketing examples and recommendations do not guarantee rankings, traffic, revenue or other results. Obtain appropriate professional advice for decisions that require it.

Corrections and concerns

To report a suspected factual error, attribution issue or other concern, email hello@dmarketertayeeb.com with the article URL, the passage concerned and supporting evidence. We will assess reports and correct, clarify or remove content where warranted. Material factual corrections should be explained in a dated note on the affected article. We do not promise a fixed response time or continuous updates to every article.

Publisher responsibility

AI involvement does not remove our responsibility as the publisher or exclude obligations that cannot lawfully be excluded. This disclosure explains how content is produced and its limitations; it is not a promise of immunity from claims.

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